======== Tutorial ======== .. currentmodule:: mockupdb This tutorial is the primary documentation for the MockupDB project. I assume some familiarity with PyMongo_ and the `MongoDB Wire Protocol`_. .. contents:: Introduction ------------ Begin by running a :class:`.MockupDB` and connecting to it with PyMongo's `~pymongo.mongo_client.MongoClient`: >>> from mockupdb import * >>> server = MockupDB() >>> port = server.run() # Returns the TCP port number it listens on. >>> from pymongo import MongoClient >>> client = MongoClient(server.uri, connectTimeoutMS=999999) When the client connects it calls the "ismaster" command, then blocks until the server responds. By default it throws an error if the server doesn't respond in 10 seconds, so set a longer timeout. MockupDB receives the "ismaster" command but does not respond until you tell it to: >>> request = server.receives() >>> request.command_name 'ismaster' We respond: >>> request.replies({'ok': 1, 'maxWireVersion': 6}) True The `~MockupDB.receives` call blocks until it receives a request from the client. Responding to each "ismaster" call is tiresome, so tell the client to send the default response to all ismaster calls: >>> responder = server.autoresponds('ismaster', maxWireVersion=6) >>> client.admin.command('ismaster') == {'ok': 1, 'maxWireVersion': 6} True A call to `~MockupDB.receives` now blocks waiting for some request that does *not* match "ismaster". (Notice that `~Request.replies` returns True. This makes more advanced uses of `~MockupDB.autoresponds` easier, see the reference document.) Reply To Write Commands ----------------------- If PyMongo sends an unacknowledged OP_INSERT it does not block waiting for you to call `~Request.replies`. However, for acknowledged operations it does block. Use `~test.utils.go` to defer PyMongo to a background thread so you can respond from the main thread: >>> collection = client.db.coll >>> from mockupdb import go >>> # Default write concern is acknowledged. >>> future = go(collection.insert_one, {'_id': 1}) Pass a method and its arguments to the `go` function, the same as to `functools.partial`. It launches `~pymongo.collection.Collection.insert_one` on a thread and returns a handle to its future outcome. Meanwhile, wait for the client's request to arrive on the main thread: >>> cmd = server.receives() >>> cmd OpMsg({"insert": "coll", "ordered": true, "$db": "db", "$readPreference": {"mode": "primary"}, "documents": [{"_id": 1}]}, namespace="db") (Note how MockupDB renders requests and replies as JSON, not Python. The chief differences are that "true" and "false" are lower-case, and the order of keys and values is faithfully shown, even in Python versions with unordered dicts.) Respond thus: >>> cmd.ok() True The server's response unblocks the client, so its future contains the return value of `~pymongo.collection.Collection.insert_one`, which is an `~pymongo.results.InsertOneResult`: >>> write_result = future() >>> write_result # doctest: +ELLIPSIS >>> write_result.inserted_id 1 If you don't need the future's return value, you can express this more tersely with `going`: >>> with going(collection.insert_one, {'_id': 1}): ... server.receives().ok() True Simulate a command error: >>> future = go(collection.insert_one, {'_id': 1}) >>> server.receives(insert='coll').command_err(11000, 'eek!') True >>> future() Traceback (most recent call last): ... DuplicateKeyError: eek! Or a network error: >>> future = go(collection.insert_one, {'_id': 1}) >>> server.receives(insert='coll').hangup() True >>> future() Traceback (most recent call last): ... AutoReconnect: connection closed Pattern-Match Requests ---------------------- MockupDB's pattern-matching is useful for testing: you can tell the server to verify any aspect of the expected client request. Pass a pattern to `~.MockupDB.receives` to test that the next request matches the pattern: >>> future = go(client.db.command, 'commandFoo') >>> request = server.receives('commandBar') # doctest: +NORMALIZE_WHITESPACE Traceback (most recent call last): ... AssertionError: expected to receive Command({"commandBar": 1}), got Command({"commandFoo": 1}) Even if the pattern does not match, the request is still popped from the queue. If you do not know what order you need to accept requests, you can make a little loop: >>> import traceback >>> def loop(): ... try: ... while server.running: ... # Match queries most restrictive first. ... if server.got(OpMsg('find', 'coll', filter={'a': {'$gt': 1}})): ... server.reply(cursor={'id': 0, 'firstBatch':[{'a': 2}]}) ... elif server.got('break'): ... server.ok() ... break ... elif server.got(OpMsg('find', 'coll')): ... server.reply( ... cursor={'id': 0, 'firstBatch':[{'a': 1}, {'a': 2}]}) ... else: ... server.command_err(errmsg='unrecognized request') ... except: ... traceback.print_exc() ... raise ... >>> future = go(loop) >>> >>> list(client.db.coll.find()) [{'a': 1}, {'a': 2}] >>> list(client.db.coll.find({'a': {'$gt': 1}})) [{'a': 2}] >>> client.db.command('break') {'ok': 1} >>> future() You can even implement the "shutdown" command: >>> def loop(): ... try: ... while server.running: ... if server.got('shutdown'): ... server.stop() # Hangs up. ... else: ... server.command_err('unrecognized request') ... except: ... traceback.print_exc() ... raise ... >>> future = go(loop) >>> client.db.command('shutdown') Traceback (most recent call last): ... AutoReconnect: connection closed >>> future() >>> server.running False >>> client.close() To show off a difficult test that MockupDB makes easy, assert that PyMongo sends a ``writeConcern`` argument if you specify ``w=1``: >>> server = MockupDB() >>> responder = server.autoresponds('ismaster', maxWireVersion=6) >>> port = server.run() >>> >>> # Specify w=1. This is distinct from the default write concern. >>> client = MongoClient(server.uri, w=1) >>> collection = client.db.coll >>> future = go(collection.insert_one, {'_id': 4}) >>> server.receives({'writeConcern': {'w': 1}}).sends() True >>> client.close() ... but not by default: >>> # Accept the default write concern. >>> client = MongoClient(server.uri) >>> collection = client.db.coll >>> future = go(collection.insert_one, {'_id': 5}) >>> assert 'writeConcern' not in server.receives() >>> client.close() .. _message spec: Message Specs ------------- We've seen some examples of ways to specify messages to send, and examples of ways to assert that a reply matches an expected pattern. Both are "message specs", a flexible syntax for describing wire protocol messages. Matching a request '''''''''''''''''' One of MockupDB's most useful features for testing your application is that it can assert that your application's requests match a particular pattern: >>> client = MongoClient(server.uri) >>> future = go(client.db.collection.insert, {'_id': 1}) >>> # Assert the command name is "insert" and its parameter is "collection". >>> request = server.receives(OpMsg('insert', 'collection')) >>> request.ok() True >>> assert future() If the request did not match, MockupDB would raise an `AssertionError`. The arguments to `OpMsg` above are an example of a message spec. The pattern-matching rules are implemented in `Matcher`. Here are some more examples. The empty matcher matches anything: >>> Matcher().matches({'a': 1}) True >>> Matcher().matches({'a': 1}, {'a': 1}) True >>> Matcher().matches('ismaster') True A matcher's document matches if its key-value pairs are a subset of the request's: >>> Matcher({'a': 1}).matches({'a': 1}) True >>> Matcher({'a': 2}).matches({'a': 1}) False >>> Matcher({'a': 1}).matches({'a': 1, 'b': 1}) True Prohibit a field: >>> Matcher({'field': absent}) Matcher(Request({"field": {"absent": 1}})) >>> Matcher({'field': absent}).matches({'field': 1}) False >>> Matcher({'field': absent}).matches({'otherField': 1}) True Order matters if you use an OrderedDict: >>> doc0 = OrderedDict([('a', 1), ('b', 1)]) >>> doc1 = OrderedDict([('b', 1), ('a', 1)]) >>> Matcher(doc0).matches(doc0) True >>> Matcher(doc0).matches(doc1) False The matcher must have the same number of documents as the request: >>> Matcher().matches() True >>> Matcher([]).matches([]) True >>> Matcher({'a': 2}).matches({'a': 1}, {'a': 1}) False By default, it matches any opcode: >>> m = Matcher() >>> m.matches(OpQuery) True >>> m.matches(OpInsert) True You can specify what request opcode to match: >>> m = Matcher(OpQuery) >>> m.matches(OpInsert, {'_id': 1}) False >>> m.matches(OpQuery, {'_id': 1}) True Commands in MongoDB 3.6 and later use the OP_MSG wire protocol message. The command name is matched case-insensitively: >>> Matcher(OpMsg('ismaster')).matches(OpMsg('IsMaster')) True You can match properties specific to certain opcodes: >>> m = Matcher(OpGetMore, num_to_return=3) >>> m.matches(OpGetMore()) False >>> m.matches(OpGetMore(num_to_return=2)) False >>> m.matches(OpGetMore(num_to_return=3)) True >>> m = Matcher(OpQuery(namespace='db.collection')) >>> m.matches(OpQuery) False >>> m.matches(OpQuery(namespace='db.collection')) True It matches any wire protocol header bits you specify: >>> m = Matcher(flags=QUERY_FLAGS['SlaveOkay']) >>> m.matches(OpQuery({'_id': 1})) False >>> m.matches(OpQuery({'_id': 1}, flags=QUERY_FLAGS['SlaveOkay'])) True If you match on flags, be careful to also match on opcode. For example, if you simply check that the flag in bit position 0 is set: >>> m = Matcher(flags=INSERT_FLAGS['ContinueOnError']) ... you will match any request with that flag: >>> m.matches(OpDelete, flags=DELETE_FLAGS['SingleRemove']) True So specify the opcode, too: >>> m = Matcher(OpInsert, flags=INSERT_FLAGS['ContinueOnError']) >>> m.matches(OpDelete, flags=DELETE_FLAGS['SingleRemove']) False Sending a reply ''''''''''''''' The default reply is ``{'ok': 1}``: .. code-block:: pycon3 >>> request = server.receives() >>> request.ok() # Send {'ok': 1}. You can send additional information with the `~Request.ok` method: .. code-block:: pycon3 >>> request.ok(field='value') # Send {'ok': 1, 'field': 'value'}. Simulate a server error with `~Request.command_err`: .. code-block:: pycon3 >>> request.command_err(code=11000, errmsg='Duplicate key', field='value') All methods for sending replies parse their arguments with the `make_reply` internal function. The function interprets its first argument as the "ok" field value if it is a number, otherwise interprets it as the first field of the reply document and assumes the value is 1: >>> import mockupdb >>> mockupdb.make_op_msg_reply() OpMsgReply() >>> mockupdb.make_op_msg_reply(0) OpMsgReply({"ok": 0}) >>> mockupdb.make_op_msg_reply("foo") OpMsgReply({"foo": 1}) You can pass a dict or OrderedDict of fields instead of using keyword arguments. This is best for fieldnames that are not valid Python identifiers: >>> mockupdb.make_op_msg_reply(OrderedDict([('ok', 0), ('$err', 'bad')])) OpMsgReply({"ok": 0, "$err": "bad"}) You can customize the OP_REPLY header flags with the "flags" keyword argument: >>> r = mockupdb.make_op_msg_reply(OrderedDict([('ok', 0), ('$err', 'bad')]), ... flags=OP_MSG_FLAGS['checksumPresent']) >>> repr(r) 'OpMsgReply({"ok": 0, "$err": "bad"}, flags=checksumPresent)' Although these examples call `make_op_msg_reply` explicitly, this is only to illustrate how replies are specified. Your code will pass these arguments to a `Request` method like `~Request.replies`. Wait For A Request Impatiently ------------------------------ If your test waits for PyMongo to send a request but receives none, it times out after 10 seconds by default. This way MockupDB ensures that even failing tests all take finite time. To abbreviate the wait, pass a timeout in seconds to `~MockupDB.receives`: >>> try: ... server.receives(timeout=0.1) ... except AssertionError as err: ... print("Error: %s" % err) Error: expected to receive Request(), got nothing Test Cursor Behavior -------------------- Test what happens when a query fails: >>> cursor = collection.find().batch_size(1) >>> future = go(next, cursor) >>> server.receives(OpMsg('find', 'coll')).command_err() True >>> future() Traceback (most recent call last): ... OperationFailure: database error: MockupDB command failure You can simulate normal querying, too: >>> cursor = collection.find().batch_size(2) >>> future = go(list, cursor) >>> documents = [{'_id': 1}, {'x': 2}, {'foo': 'bar'}, {'beauty': True}] >>> request = server.receives(OpMsg('find', 'coll')) >>> n = request['batchSize'] >>> request.replies(cursor={'id': 123, 'firstBatch': documents[:n]}) True >>> while True: ... getmore = server.receives(OpMsg('getMore', 123)) ... n = getmore['batchSize'] ... if documents: ... cursor_id = 123 ... else: ... cursor_id = 0 ... getmore.ok(cursor={'id': cursor_id, 'nextBatch': documents[:n]}) ... print('returned %d' % len(documents[:n])) ... del documents[:n] ... if cursor_id == 0: ... break True returned 2 True returned 2 True returned 0 The loop receives three getMore commands and replies three times (``True`` is printed each time we call ``getmore.ok``), sending a cursor id of 0 on the last iteration to tell PyMongo that the cursor is finished. The cursor receives all documents: >>> future() [{'_id': 1}, {'x': 2}, {'_id': 1}, {'x': 2}, {'foo': 'bar'}, {'beauty': True}] But this is just a parlor trick. Let us test something serious. Test Server Discovery And Monitoring ------------------------------------ To test PyMongo's server monitor, make the server a secondary: >>> hosts = [server.address_string] >>> secondary_reply = OpReply({ ... 'ismaster': False, ... 'secondary': True, ... 'setName': 'rs', ... 'hosts': hosts, ... 'maxWireVersion': 6}) >>> responder = server.autoresponds('ismaster', secondary_reply) Connect to the replica set: >>> client = MongoClient(server.uri, replicaSet='rs') >>> from mockupdb import wait_until >>> wait_until(lambda: server.address in client.secondaries, ... 'discover secondary') True Add a primary to the host list: >>> primary = MockupDB() >>> port = primary.run() >>> hosts.append(primary.address_string) >>> primary_reply = OpReply({ ... 'ismaster': True, ... 'secondary': False, ... 'setName': 'rs', ... 'hosts': hosts, ... 'maxWireVersion': 6}) >>> responder = primary.autoresponds('ismaster', primary_reply) Client discovers it quickly if there's a pending operation: >>> with going(client.db.command, 'buildinfo'): ... wait_until(lambda: primary.address == client.primary, ... 'discovery primary') ... primary.pop('buildinfo').ok() True True .. _PyMongo: https://pypi.python.org/pypi/pymongo/ .. _MongoDB Wire Protocol: https://docs.mongodb.com/manual/reference/mongodb-wire-protocol/ .. _serverStatus: http://docs.mongodb.org/manual/reference/server-status/ .. _collect: https://docs.python.org/2/library/gc.html#gc.collect